Agent skill

Toutiao Search

by redfox-data in redfox-data/redfox-community

今日头条爆款内容查询 — 输入关键词搜索今日头条最新作品(图文/视频),支持按阅读量/时间排序、限定时间范围,终端表格展示 + CSV 导出 + 交互式 HTML 报告。当用户需要搜索今日头条热门内容、追踪头条热点、分析爆款文章时使用。

No licenceAuto-check passedDocuments & Office

Install Toutiao Search

skills CLI
$ npx skills add redfox-data/redfox-community --skill toutiao-search -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install redfox-data/redfox-community toutiao-search --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/toutiao-search .claude/skills/toutiao-search && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
toutiao-search
GitHub stars
427
Token cost
~851 tokens
SKILL.md length
209 words
Files
5 (incl. scripts, assets)
Skills in repo
126
Repo updated
First seen
Licence
None found

At a glance

今日头条爆款内容查询 — 输入关键词搜索今日头条最新作品(图文/视频),支持按阅读量/时间排序、限定时间范围,终端表格展示 + CSV 导出 + 交互式 HTML 报告。当用户需要搜索今日头条热门内容、追踪头条热点、分析爆款文章时使用。

  • Tasks that involve CSV and tabular files
  • SKILL.md covers 使用场景, 使用方法, 返回结果展示规范 and 参数说明, plus 4 more sections
  • Runs Python scripts from its folder; calls python3 and pip3; needs REDFOX_API_KEY

What it does

Toutiao Search is an agent skill from redfox-data/redfox-community. 今日头条爆款内容查询 — 输入关键词搜索今日头条最新作品(图文/视频),支持按阅读量/时间排序、限定时间范围,终端表格展示 + CSV 导出 + 交互式 HTML 报告。当用户需要搜索今日头条热门内容、追踪头条热点、分析爆款文章时使用。

Its SKILL.md is about 850 tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including scripts and assets (for example `README.en.md`, `README.md` and `scripts/search.py`).

It sits in Documents & Office, covering CSV and tabular files. The repository describes itself as: 红狐数据(RedFoxHub) 技能合集:面向 Agent 的可复用 SKILL 集合,覆盖灵感、选题、文案创作、数据复盘等场景,持续更新。

When your agent uses it

  • Tasks that involve CSV and tabular files

Example prompts

  • “/toutiao-search”

Requirements

  • Python 3
  • A credential in REDFOX_API_KEY

What it can do on your machine

Read from SKILL.md and the folder at commit 6057a18. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python3
    • pip3

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • redfox.hk

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • REDFOX_API_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Toutiao Search loads about 851 tokens when it runs. Until then it costs about 33 tokens; SKILL.md has 209 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~33
When it runs · the whole SKILL.md, loaded when a task matches
~851

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 209 words (~851 tokens).

“输入关键词搜索今日头条最新作品(图文/视频),终端表格展示 + CSV 导出 + 交互式 HTML 报告。”

— opening of SKILL.md by redfox-data
name
toutiao-search

Read the full SKILL.md on GitHub

Files

SKILL.md and 4 other files (scripts, assets) in skills/toutiao-search of redfox-data/redfox-community.

  • SKILL.md
  • README.en.md
  • README.md
  • assets/report_template.html
  • scripts/search.py

Open the folder on GitHubat commit 6057a18

Compare with similar skills

Toutiao Search next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Toutiao Search compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Toutiao Search this skillredfox-data/redfox-community427—~851Automated safety check: PassNone
Data Table Managern8n-io/n8n207k—~2.3kAutomated safety check: PassCustom licence
Instrument Data To Allotropeaws-samples/amazon-bedrock-agents-healthcare-lifesciences2742 repos~2.7kAutomated safety check: PassApache-2.0
Abuse Hunternexu-io/harness-engineering-guide664—~1.9kAutomated safety check: PassMIT
Intelligence Requirements BuilderTracecatHQ/tracecat3.8k—~6kAutomated safety check: PassMIT
Markitshift-labs-ai/markit1.3k—~299Automated safety check: PassMIT

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Questions about Toutiao Search

What does Toutiao Search do?

今日头条爆款内容查询 — 输入关键词搜索今日头条最新作品(图文/视频),支持按阅读量/时间排序、限定时间范围,终端表格展示 + CSV 导出 + 交互式 HTML 报告。当用户需要搜索今日头条热门内容、追踪头条热点、分析爆款文章时使用。. Toutiao Search is an agent skill from redfox-data/redfox-community.

When should I use Toutiao Search?

Toutiao Search fits situations like: tasks that involve CSV and tabular files.

How do I install Toutiao Search in Claude Code?

Run `npx skills add redfox-data/redfox-community --skill toutiao-search -a claude-code`. Or copy the skill folder (skills/toutiao-search in redfox-data/redfox-community) into .claude/skills/toutiao-search in your project. Claude Code loads it when a task matches its description.

How do I install Toutiao Search in Codex?

Run `npx skills add redfox-data/redfox-community --skill toutiao-search -a codex`. Or copy the skill folder (skills/toutiao-search in redfox-data/redfox-community) into .agents/skills/toutiao-search in your project. Codex loads it when a task matches its description.

Can I use Toutiao Search in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add redfox-data/redfox-community --skill toutiao-search -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/toutiao-search, .gemini/skills/toutiao-search, .github/skills/toutiao-search and .opencode/skills/toutiao-search in your project.

What does Toutiao Search need to run?

Going by SKILL.md and its folder, Toutiao Search needs Python for the scripts in its folder, the command-line tools its instructions call (python3 and pip3) and credentials named REDFOX_API_KEY. Our summary lists: Python 3; A credential in REDFOX_API_KEY.

Does Toutiao Search access the network?

SKILL.md names 1 domain. As links in the text: redfox.hk. This is read from the text; nothing was executed.

Is Toutiao Search safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Toutiao Search use?

No licence was found for Toutiao Search or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Toutiao Search use?

About 851 tokens (SKILL.md is roughly 3.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Toutiao Search?

Skills that share tags, products or a category with Toutiao Search: Data Table Manager (n8n-io/n8n, 207k stars), Instrument Data To Allotrope (aws-samples/amazon-bedrock-agents-healthcare-lifesciences, 274 stars), Abuse Hunter (nexu-io/harness-engineering-guide, 664 stars) and Intelligence Requirements Builder (TracecatHQ/tracecat, 3.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Toutiao Search?

redfox-data (a GitHub user) maintains it in redfox-data/redfox-community, which has 427 GitHub stars. The repository holds 126 skills in this directory. The repository was last updated on October 10, 2026.

Source: redfox-data/redfox-community on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.